v1.0.alpha4
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
Combined
NO COMPARISON TARGET
348
ROWS
8
DUPLICATES
252.6 kb
RAM
150
FEATURES
150
CATEGORICAL
0
NUMERICAL
0
TEXT
Target
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
1
Num_houses
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
2
Avg_hh_size
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
5
(1%)
3
Protestant
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
4
O_religion
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
6
(2%)
5
N_religion
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
6
Married
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
7
Living_together
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
5
(1%)
8
O_relation
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
9
Singles
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
10
hh_wo_child
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
11
hh_w_child
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
12
H_lvl_edu
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
13
M_lvl_edu
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
14
L_lvl_edu
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
15
H_status
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
16
Entrepreneur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
6
(2%)
17
Farmer
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
6
(2%)
18
Mid_management
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
19
Skld_labor
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
20
Unskld_labor
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
21
Soc_cls_A
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
22
Soc_cls_B1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
23
Soc_cls_B2
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
7
(2%)
24
Soc_cls_C
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
25
Soc_cls_D
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
26
R_house
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
27
O_house
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
28
1_car
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
29
2_cars
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
7
(2%)
30
N_car
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
7
(2%)
31
Nat_Hlth_Serv
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
32
Prv_Hlth_Insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
33
Inc_u_30k
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
9
(3%)
34
Inc_btw_30_45k
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
35
Inc_btw_45_75k
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
10
(3%)
36
Inc_75_122k
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
7
(2%)
37
Inc_ovr_123k
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
4
(1%)
38
Avg_inc
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
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PP_cls
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
8
(2%)
40
Firm_Contri_3p_ insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
41
Ag_Contri_3p_insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
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Contri_car_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
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Contri_deliv_van_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
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Contri_motorcycle/scooter_pol
VALUES:
348
(100%)
MISSING:
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DISTINCT:
5
(1%)
45
Contri_lorry_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
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Contri_trailer_pols
VALUES:
348
(100%)
MISSING:
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DISTINCT:
3
(1%)
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Contri_tractor_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
4
(1%)
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Contri_ag_machine_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
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Contri_moped_pol
VALUES:
348
(100%)
MISSING:
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DISTINCT:
4
(1%)
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Contri_life_insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
5
(1%)
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Contri_prv_accid_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
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Contri_fam_accid_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
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Contri_disabl_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
54
Contri_fire_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
7
(2%)
55
Contri_surfb_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
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Contri_boat_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
6
(2%)
57
Contri_bike_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
58
Contri_prop_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
59
Contri_ss_insur_polo
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
4
(1%)
60
Num_prv_3p_insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
61
Num_firm_3p_insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
62
Num_ag_3p_insur
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
63
Num_car_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
4
(1%)
64
Num_deliv_van_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
65
Num_motorcycle/scooter_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
66
Num_lorry_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
67
Num_trailer_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
68
Num_tractor_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
69
Num_ag_machines_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
70
Num_moped_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
71
Num_life_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
5
(1%)
72
Num_prv_accid_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
73
Num_fam_ccid_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
74
Num_disabl_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
75
Num_fire_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
76
Num_surfb_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
77
Num_boat_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
3
(1%)
78
Num_bike_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
4
(1%)
79
Num_prop_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
80
num_ss_insur_pol
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
81
subtype_L0_1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
82
subtype_L0_2
VALUES:
348
(100%)
MISSING:
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DISTINCT:
2
(1%)
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subtype_L0_3
VALUES:
348
(100%)
MISSING:
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DISTINCT:
2
(1%)
84
subtype_L0_4
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
85
subtype_L0_5
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
86
subtype_L0_6
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
87
subtype_L0_7
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
88
subtype_L0_8
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
89
subtype_L0_9
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
90
subtype_L0_10
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
91
subtype_L0_11
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
92
subtype_L0_12
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
93
subtype_L0_13
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
94
subtype_L0_15
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
95
subtype_L0_16
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
96
subtype_L0_17
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
97
subtype_L0_18
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
98
subtype_L0_19
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
99
subtype_L0_20
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
100
subtype_L0_21
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
101
subtype_L0_22
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
102
subtype_L0_23
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
103
subtype_L0_24
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
104
subtype_L0_25
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
105
subtype_L0_26
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
106
subtype_L0_27
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
107
subtype_L0_28
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
108
subtype_L0_29
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
109
subtype_L0_30
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
110
subtype_L0_31
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
111
subtype_L0_32
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
112
subtype_L0_33
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
113
subtype_L0_34
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
114
subtype_L0_35
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
115
subtype_L0_36
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
116
subtype_L0_37
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
117
subtype_L0_38
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
118
subtype_L0_39
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
119
subtype_L0_40
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
120
subtype_L0_41
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
121
age_L1_1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
122
age_L1_2
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
123
age_L1_3
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
124
age_L1_4
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
125
age_L1_5
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
126
age_L1_6
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
127
maintype_L2_1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
128
maintype_L2_2
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
129
maintype_L2_3
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
130
maintype_L2_4
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
131
maintype_L2_5
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
132
maintype_L2_6
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
133
maintype_L2_7
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
134
maintype_L2_8
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
135
maintype_L2_9
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
136
maintype_L2_10
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
137
romcath_L3_0
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
138
romcath_L3_1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
139
romcath_L3_2
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
140
romcath_L3_3
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
141
romcath_L3_4
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
142
romcath_L3_5
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
143
romcath_L3_6
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
144
romcath_L3_7
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
145
romcath_L3_8
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
146
romcath_L3_9
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
1
(0%)
147
Contri_prv_3p_insur_L4_0
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
148
Contri_prv_3p_insur_L4_1
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
149
Contri_prv_3p_insur_L4_2
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
150
Contri_prv_3p_insur_L4_3
VALUES:
348
(100%)
MISSING:
---
DISTINCT:
2
(1%)
Target
MISSING:
---
TOP CATEGORIES
Target
1
348
100%
ALL
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Target:
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00
L_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
Associations
Showing ONLY dataset "Combined"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Target
MISSING:
---
TOP CATEGORIES
Target
1
348
100%
ALL
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Target
PROVIDES INFORMATION ON...
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Target:
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00
L_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Target
CORRELATION RATIO WITH...
Num_houses
MISSING:
---
TOP CATEGORIES
Target
1
315
91%
315
100%
2
33
9%
33
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_houses
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_houses:
hh_wo_child
0.23
hh_w_child
0.23
Inc_u_30k
0.18
Mid_management
0.17
R_house
0.16
O_house
0.16
L_lvl_edu
0.14
PP_cls
0.14
Avg_hh_size
0.12
1_car
0.11
Soc_cls_B2
0.11
Inc_btw_30_45k
0.10
maintype_L2_8
0.09
Married
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_houses
CORRELATION RATIO WITH...
Avg_hh_size
MISSING:
---
TOP CATEGORIES
Target
3
171
49%
171
100%
2
115
33%
115
100%
4
50
14%
50
100%
1
8
2%
8
100%
5
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Avg_hh_size
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Avg_hh_size:
hh_w_child
0.54
Singles
0.27
hh_wo_child
0.22
O_relation
0.16
Married
0.16
age_L1_4
0.13
Inc_u_30k
0.11
Soc_cls_B1
0.11
Avg_inc
0.11
Inc_btw_45_75k
0.10
R_house
0.10
O_house
0.10
PP_cls
0.10
N_car
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Avg_hh_size
CORRELATION RATIO WITH...
Protestant
MISSING:
---
TOP CATEGORIES
Target
5
97
28%
97
100%
4
87
25%
87
100%
7
55
16%
55
100%
6
39
11%
39
100%
3
29
8%
29
100%
2
24
7%
24
100%
9
8
2%
8
100%
1
5
1%
5
100%
8
3
1%
3
100%
0
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Protestant
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Protestant:
N_religion
0.33
Soc_cls_C
0.11
R_house
0.11
O_house
0.11
Nat_Hlth_Serv
0.10
Prv_Hlth_Insur
0.10
H_status
0.10
hh_w_child
0.09
Mid_management
0.09
Inc_btw_30_45k
0.09
H_lvl_edu
0.09
O_religion
0.08
1_car
0.08
2_cars
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Protestant
CORRELATION RATIO WITH...
O_religion
MISSING:
---
TOP CATEGORIES
Target
0
130
37%
130
100%
2
99
28%
99
100%
1
93
27%
93
100%
3
18
5%
18
100%
4
7
2%
7
100%
5
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
O_religion
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON O_religion:
hh_w_child
0.12
Protestant
0.12
N_car
0.11
Married
0.10
Mid_management
0.10
H_lvl_edu
0.10
H_status
0.10
Soc_cls_A
0.09
O_relation
0.09
R_house
0.09
O_house
0.09
Nat_Hlth_Serv
0.09
Prv_Hlth_Insur
0.09
Living_together
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
O_religion
CORRELATION RATIO WITH...
N_religion
MISSING:
---
TOP CATEGORIES
Target
3
87
25%
87
100%
4
70
20%
70
100%
2
69
20%
69
100%
5
51
15%
51
100%
0
37
11%
37
100%
1
21
6%
21
100%
7
9
3%
9
100%
6
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
N_religion
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON N_religion:
Protestant
0.33
R_house
0.13
O_house
0.13
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11
Mid_management
0.10
Soc_cls_C
0.10
Inc_btw_30_45k
0.10
Married
0.09
hh_w_child
0.09
H_status
0.09
L_lvl_edu
0.09
Inc_u_30k
0.09
Inc_btw_45_75k
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
N_religion
CORRELATION RATIO WITH...
Married
MISSING:
---
TOP CATEGORIES
Target
7
116
33%
116
100%
6
71
20%
71
100%
9
66
19%
66
100%
5
48
14%
48
100%
8
25
7%
25
100%
4
10
3%
10
100%
3
6
2%
6
100%
2
3
1%
3
100%
0
2
1%
2
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Married
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Married:
O_relation
0.56
Singles
0.24
N_car
0.17
Living_together
0.16
hh_w_child
0.15
Inc_u_30k
0.12
Unskld_labor
0.11
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11
R_house
0.11
O_house
0.11
Avg_hh_size
0.10
hh_wo_child
0.10
N_religion
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Married
CORRELATION RATIO WITH...
Living_together
MISSING:
---
TOP CATEGORIES
Target
0
161
46%
161
100%
1
120
34%
120
100%
2
59
17%
59
100%
3
7
2%
7
100%
4
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Living_together
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Living_together:
Married
0.25
N_car
0.15
O_relation
0.13
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13
Protestant
0.12
O_religion
0.11
romcath_L3_1
0.10
N_religion
0.10
R_house
0.10
O_house
0.10
H_status
0.09
Mid_management
0.09
M_lvl_edu
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Living_together
CORRELATION RATIO WITH...
O_relation
MISSING:
---
TOP CATEGORIES
Target
2
110
32%
110
100%
0
93
27%
93
100%
3
74
21%
74
100%
1
33
9%
33
100%
4
26
7%
26
100%
5
6
2%
6
100%
6
4
1%
4
100%
9
1
0%
1
100%
7
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
O_relation
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON O_relation:
Married
0.60
Singles
0.32
N_car
0.22
Inc_u_30k
0.14
hh_w_child
0.14
R_house
0.13
O_house
0.13
PP_cls
0.11
Avg_hh_size
0.11
Unskld_labor
0.11
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11
L_lvl_edu
0.10
hh_wo_child
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
O_relation
CORRELATION RATIO WITH...
Singles
MISSING:
---
TOP CATEGORIES
Target
0
128
37%
128
100%
2
75
22%
75
100%
1
64
18%
64
100%
3
41
12%
41
100%
4
21
6%
21
100%
5
13
4%
13
100%
6
4
1%
4
100%
8
1
0%
1
100%
7
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Singles
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Singles:
O_relation
0.31
Married
0.25
hh_w_child
0.20
Avg_hh_size
0.18
N_car
0.15
Inc_u_30k
0.14
R_house
0.14
O_house
0.14
PP_cls
0.14
L_lvl_edu
0.12
Inc_btw_45_75k
0.12
Soc_cls_B1
0.11
H_status
0.11
Avg_inc
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Singles
CORRELATION RATIO WITH...
hh_wo_child
MISSING:
---
TOP CATEGORIES
Target
3
89
26%
89
100%
4
88
25%
88
100%
2
57
16%
57
100%
5
30
9%
30
100%
6
27
8%
27
100%
1
24
7%
24
100%
0
23
7%
23
100%
7
8
2%
8
100%
9
1
0%
1
100%
8
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hh_wo_child
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON hh_wo_child:
hh_w_child
0.39
Avg_hh_size
0.13
Soc_cls_A
0.13
Inc_btw_30_45k
0.11
Mid_management
0.11
L_lvl_edu
0.10
M_lvl_edu
0.10
Soc_cls_C
0.09
Married
0.09
R_house
0.09
O_house
0.09
Soc_cls_B2
0.09
O_relation
0.08
H_status
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hh_wo_child
CORRELATION RATIO WITH...
hh_w_child
MISSING:
---
TOP CATEGORIES
Target
4
66
19%
66
100%
3
59
17%
59
100%
5
58
17%
58
100%
6
56
16%
56
100%
2
39
11%
39
100%
7
23
7%
23
100%
8
18
5%
18
100%
9
14
4%
14
100%
1
10
3%
10
100%
0
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
hh_w_child
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON hh_w_child:
hh_wo_child
0.35
Avg_hh_size
0.30
Singles
0.16
Married
0.13
R_house
0.11
O_house
0.11
Inc_btw_30_45k
0.11
Mid_management
0.11
O_relation
0.11
Soc_cls_A
0.10
Inc_btw_45_75k
0.10
Inc_u_30k
0.09
Skld_labor
0.09
H_status
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
hh_w_child
CORRELATION RATIO WITH...
H_lvl_edu
MISSING:
---
TOP CATEGORIES
Target
0
91
26%
91
100%
1
73
21%
73
100%
2
70
20%
70
100%
3
39
11%
39
100%
4
37
11%
37
100%
5
21
6%
21
100%
6
8
2%
8
100%
7
6
2%
6
100%
8
2
1%
2
100%
9
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
H_lvl_edu
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON H_lvl_edu:
Soc_cls_A
0.33
H_status
0.29
L_lvl_edu
0.23
Soc_cls_C
0.22
Nat_Hlth_Serv
0.20
Prv_Hlth_Insur
0.20
Inc_btw_45_75k
0.18
Avg_inc
0.18
R_house
0.15
O_house
0.15
Inc_btw_30_45k
0.14
M_lvl_edu
0.13
PP_cls
0.13
Mid_management
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
H_lvl_edu
CORRELATION RATIO WITH...
M_lvl_edu
MISSING:
---
TOP CATEGORIES
Target
4
86
25%
86
100%
3
80
23%
80
100%
5
54
16%
54
100%
2
48
14%
48
100%
1
22
6%
22
100%
6
19
5%
19
100%
7
18
5%
18
100%
0
14
4%
14
100%
9
4
1%
4
100%
8
3
1%
3
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
M_lvl_edu
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON M_lvl_edu:
L_lvl_edu
0.34
Soc_cls_C
0.15
Mid_management
0.15
Soc_cls_B1
0.13
Skld_labor
0.13
H_lvl_edu
0.12
Soc_cls_B2
0.11
Inc_btw_30_45k
0.10
Nat_Hlth_Serv
0.10
Prv_Hlth_Insur
0.10
R_house
0.10
O_house
0.10
PP_cls
0.10
H_status
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
M_lvl_edu
CORRELATION RATIO WITH...
L_lvl_edu
MISSING:
---
TOP CATEGORIES
Target
2
65
19%
65
100%
4
51
15%
51
100%
5
49
14%
49
100%
3
47
14%
47
100%
6
32
9%
32
100%
0
29
8%
29
100%
7
27
8%
27
100%
1
27
8%
27
100%
8
13
4%
13
100%
9
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
L_lvl_edu
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON L_lvl_edu:
Soc_cls_C
0.33
M_lvl_edu
0.31
H_lvl_edu
0.20
H_status
0.19
Nat_Hlth_Serv
0.17
Prv_Hlth_Insur
0.17
Soc_cls_A
0.17
Skld_labor
0.17
R_house
0.16
O_house
0.16
Unskld_labor
0.15
Inc_btw_45_75k
0.14
Avg_inc
0.13
Inc_btw_30_45k
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
L_lvl_edu
CORRELATION RATIO WITH...
H_status
MISSING:
---
TOP CATEGORIES
Target
2
78
22%
78
100%
0
73
21%
73
100%
1
61
18%
61
100%
3
53
15%
53
100%
4
33
9%
33
100%
6
18
5%
18
100%
7
14
4%
14
100%
5
13
4%
13
100%
8
3
1%
3
100%
9
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
H_status
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON H_status:
Soc_cls_A
0.41
H_lvl_edu
0.28
Nat_Hlth_Serv
0.24
Prv_Hlth_Insur
0.24
Soc_cls_C
0.22
L_lvl_edu
0.21
Inc_btw_45_75k
0.19
Mid_management
0.16
PP_cls
0.15
Unskld_labor
0.14
Skld_labor
0.14
R_house
0.13
O_house
0.13
Soc_cls_B2
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
H_status
CORRELATION RATIO WITH...
Entrepreneur
MISSING:
---
TOP CATEGORIES
Target
0
233
67%
233
100%
1
82
24%
82
100%
2
26
7%
26
100%
5
3
1%
3
100%
3
3
1%
3
100%
4
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Entrepreneur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Entrepreneur:
Inc_75_122k
0.16
Mid_management
0.16
Soc_cls_A
0.15
H_status
0.14
H_lvl_edu
0.12
L_lvl_edu
0.12
Inc_btw_30_45k
0.12
M_lvl_edu
0.11
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11
Inc_btw_45_75k
0.11
Unskld_labor
0.11
Protestant
0.10
Living_together
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Entrepreneur
CORRELATION RATIO WITH...
Farmer
MISSING:
---
TOP CATEGORIES
Target
0
284
82%
284
100%
1
36
10%
36
100%
2
20
6%
20
100%
3
6
2%
6
100%
5
1
0%
1
100%
4
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Farmer
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Farmer:
R_house
0.16
O_house
0.16
Skld_labor
0.15
hh_w_child
0.15
L_lvl_edu
0.14
Soc_cls_C
0.13
PP_cls
0.13
N_car
0.13
Mid_management
0.13
1_car
0.12
Soc_cls_B2
0.12
O_relation
0.12
Soc_cls_A
0.11
M_lvl_edu
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Farmer
CORRELATION RATIO WITH...
Mid_management
MISSING:
---
TOP CATEGORIES
Target
2
85
24%
85
100%
3
68
20%
68
100%
4
61
18%
61
100%
0
35
10%
35
100%
5
33
9%
33
100%
7
22
6%
22
100%
1
19
5%
19
100%
6
17
5%
17
100%
9
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Mid_management
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Mid_management:
Soc_cls_B1
0.22
H_status
0.16
Skld_labor
0.16
M_lvl_edu
0.15
Soc_cls_C
0.13
L_lvl_edu
0.12
H_lvl_edu
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
PP_cls
0.12
Soc_cls_A
0.11
Unskld_labor
0.11
Inc_btw_30_45k
0.11
hh_w_child
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Mid_management
CORRELATION RATIO WITH...
Skld_labor
MISSING:
---
TOP CATEGORIES
Target
2
86
25%
86
100%
1
83
24%
83
100%
0
77
22%
77
100%
3
49
14%
49
100%
4
25
7%
25
100%
5
13
4%
13
100%
6
6
2%
6
100%
7
5
1%
5
100%
8
3
1%
3
100%
9
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Skld_labor
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Skld_labor:
Soc_cls_C
0.27
L_lvl_edu
0.20
Mid_management
0.17
H_status
0.15
M_lvl_edu
0.14
H_lvl_edu
0.13
R_house
0.13
O_house
0.13
Inc_btw_45_75k
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
Soc_cls_A
0.11
PP_cls
0.11
Unskld_labor
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Skld_labor
CORRELATION RATIO WITH...
Unskld_labor
MISSING:
---
TOP CATEGORIES
Target
2
82
24%
82
100%
0
78
22%
78
100%
1
76
22%
76
100%
3
50
14%
50
100%
4
38
11%
38
100%
5
15
4%
15
100%
6
6
2%
6
100%
7
2
1%
2
100%
8
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Unskld_labor
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Unskld_labor:
L_lvl_edu
0.18
H_status
0.15
Soc_cls_C
0.14
Soc_cls_D
0.13
R_house
0.13
O_house
0.13
Mid_management
0.13
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13
Soc_cls_A
0.12
Skld_labor
0.11
Married
0.11
Inc_btw_30_45k
0.11
Inc_u_30k
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Unskld_labor
CORRELATION RATIO WITH...
Soc_cls_A
MISSING:
---
TOP CATEGORIES
Target
0
84
24%
84
100%
1
80
23%
80
100%
2
67
19%
67
100%
3
48
14%
48
100%
4
29
8%
29
100%
5
14
4%
14
100%
7
13
4%
13
100%
6
12
3%
12
100%
8
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Soc_cls_A
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Soc_cls_A:
H_status
0.43
H_lvl_edu
0.32
Nat_Hlth_Serv
0.25
Prv_Hlth_Insur
0.25
Soc_cls_C
0.21
L_lvl_edu
0.20
Inc_btw_45_75k
0.19
R_house
0.14
O_house
0.14
Avg_inc
0.13
PP_cls
0.13
hh_wo_child
0.13
Inc_btw_30_45k
0.13
Mid_management
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Soc_cls_A
CORRELATION RATIO WITH...
Soc_cls_B1
MISSING:
---
TOP CATEGORIES
Target
2
101
29%
101
100%
1
81
23%
81
100%
0
72
21%
72
100%
3
65
19%
65
100%
4
19
5%
19
100%
6
5
1%
5
100%
5
4
1%
4
100%
8
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Soc_cls_B1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Soc_cls_B1:
Mid_management
0.27
M_lvl_edu
0.16
L_lvl_edu
0.16
Inc_btw_45_75k
0.15
H_status
0.13
Soc_cls_C
0.12
Singles
0.11
Soc_cls_A
0.11
H_lvl_edu
0.11
Soc_cls_D
0.11
Soc_cls_B2
0.10
Skld_labor
0.10
Unskld_labor
0.10
hh_w_child
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Soc_cls_B1
CORRELATION RATIO WITH...
Soc_cls_B2
MISSING:
---
TOP CATEGORIES
Target
2
100
29%
100
100%
3
73
21%
73
100%
0
58
17%
58
100%
4
47
14%
47
100%
1
47
14%
47
100%
5
17
5%
17
100%
6
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Soc_cls_B2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Soc_cls_B2:
Soc_cls_C
0.16
H_status
0.14
L_lvl_edu
0.13
M_lvl_edu
0.12
H_lvl_edu
0.12
Soc_cls_A
0.11
Inc_btw_30_45k
0.11
Mid_management
0.11
R_house
0.11
O_house
0.11
Skld_labor
0.10
Soc_cls_B1
0.10
hh_wo_child
0.09
Inc_btw_45_75k
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Soc_cls_B2
CORRELATION RATIO WITH...
Soc_cls_C
MISSING:
---
TOP CATEGORIES
Target
2
71
20%
71
100%
4
62
18%
62
100%
3
61
18%
61
100%
5
46
13%
46
100%
1
30
9%
30
100%
6
29
8%
29
100%
0
25
7%
25
100%
7
10
3%
10
100%
8
8
2%
8
100%
9
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Soc_cls_C
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Soc_cls_C:
L_lvl_edu
0.34
Skld_labor
0.24
H_status
0.21
H_lvl_edu
0.20
Soc_cls_A
0.19
R_house
0.15
O_house
0.15
Nat_Hlth_Serv
0.15
Prv_Hlth_Insur
0.15
M_lvl_edu
0.14
Soc_cls_B2
0.14
Mid_management
0.13
Inc_btw_30_45k
0.12
Unskld_labor
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Soc_cls_C
CORRELATION RATIO WITH...
Soc_cls_D
MISSING:
---
TOP CATEGORIES
Target
0
188
54%
188
100%
1
98
28%
98
100%
2
40
11%
40
100%
3
14
4%
14
100%
4
5
1%
5
100%
7
1
0%
1
100%
6
1
0%
1
100%
5
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Soc_cls_D
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Soc_cls_D:
L_lvl_edu
0.21
Unskld_labor
0.20
N_car
0.17
Soc_cls_A
0.16
R_house
0.16
O_house
0.16
Soc_cls_B1
0.15
Inc_u_30k
0.14
Inc_btw_45_75k
0.14
Soc_cls_C
0.13
H_status
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
M_lvl_edu
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Soc_cls_D
CORRELATION RATIO WITH...
R_house
MISSING:
---
TOP CATEGORIES
Target
0
94
27%
94
100%
3
39
11%
39
100%
2
38
11%
38
100%
1
37
11%
37
100%
9
31
9%
31
100%
4
26
7%
26
100%
5
25
7%
25
100%
6
23
7%
23
100%
7
19
5%
19
100%
8
16
5%
16
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
R_house
PROVIDES INFORMATION ON...
Target
1.00
O_house
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON R_house:
O_house
1.00
Inc_u_30k
0.18
L_lvl_edu
0.16
Soc_cls_C
0.15
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14
H_lvl_edu
0.13
Soc_cls_A
0.12
H_status
0.12
PP_cls
0.12
N_car
0.11
N_religion
0.11
Avg_inc
0.11
Singles
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
R_house
CORRELATION RATIO WITH...
O_house
MISSING:
---
TOP CATEGORIES
Target
9
94
27%
94
100%
6
39
11%
39
100%
7
38
11%
38
100%
8
37
11%
37
100%
0
31
9%
31
100%
5
26
7%
26
100%
4
25
7%
25
100%
3
23
7%
23
100%
2
19
5%
19
100%
1
16
5%
16
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
O_house
PROVIDES INFORMATION ON...
Target
1.00
R_house
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON O_house:
R_house
1.00
Inc_u_30k
0.18
L_lvl_edu
0.16
Soc_cls_C
0.15
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14
H_lvl_edu
0.13
Soc_cls_A
0.12
H_status
0.12
PP_cls
0.12
N_car
0.11
N_religion
0.11
Avg_inc
0.11
Singles
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
O_house
CORRELATION RATIO WITH...
1_car
MISSING:
---
TOP CATEGORIES
Target
7
119
34%
119
100%
6
91
26%
91
100%
5
59
17%
59
100%
9
39
11%
39
100%
8
19
5%
19
100%
4
13
4%
13
100%
3
7
2%
7
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
1_car
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON 1_car:
N_car
0.29
2_cars
0.25
R_house
0.12
O_house
0.12
Mid_management
0.12
Inc_btw_45_75k
0.09
Protestant
0.09
Inc_u_30k
0.09
Inc_btw_30_45k
0.09
O_relation
0.09
Nat_Hlth_Serv
0.09
Prv_Hlth_Insur
0.09
L_lvl_edu
0.09
PP_cls
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
1_car
CORRELATION RATIO WITH...
2_cars
MISSING:
---
TOP CATEGORIES
Target
2
112
32%
112
100%
0
107
31%
107
100%
1
84
24%
84
100%
3
22
6%
22
100%
4
19
5%
19
100%
5
3
1%
3
100%
6
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
2_cars
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON 2_cars:
1_car
0.28
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13
R_house
0.12
O_house
0.12
N_car
0.11
N_religion
0.11
Protestant
0.10
Married
0.10
O_relation
0.09
Inc_btw_45_75k
0.09
Mid_management
0.09
L_lvl_edu
0.09
H_status
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
2_cars
CORRELATION RATIO WITH...
N_car
MISSING:
---
TOP CATEGORIES
Target
0
121
35%
121
100%
2
108
31%
108
100%
3
49
14%
49
100%
1
48
14%
48
100%
4
13
4%
13
100%
6
5
1%
5
100%
5
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
N_car
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON N_car:
1_car
0.31
O_relation
0.23
Married
0.19
Inc_u_30k
0.16
Nat_Hlth_Serv
0.16
Prv_Hlth_Insur
0.16
R_house
0.16
O_house
0.16
Singles
0.16
Soc_cls_D
0.13
Unskld_labor
0.12
Living_together
0.11
Mid_management
0.11
H_status
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
N_car
CORRELATION RATIO WITH...
Nat_Hlth_Serv
MISSING:
---
TOP CATEGORIES
Target
7
87
25%
87
100%
5
72
21%
72
100%
6
45
13%
45
100%
9
39
11%
39
100%
8
28
8%
28
100%
4
28
8%
28
100%
2
27
8%
27
100%
3
15
4%
15
100%
0
7
2%
7
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Nat_Hlth_Serv
PROVIDES INFORMATION ON...
Target
1.00
Prv_Hlth_Insur
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Nat_Hlth_Serv:
Prv_Hlth_Insur
1.00
Soc_cls_A
0.23
H_status
0.23
L_lvl_edu
0.19
H_lvl_edu
0.19
Inc_btw_45_75k
0.16
R_house
0.16
O_house
0.16
Soc_cls_C
0.15
N_car
0.12
Mid_management
0.12
PP_cls
0.12
Inc_btw_30_45k
0.11
Avg_inc
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Nat_Hlth_Serv
CORRELATION RATIO WITH...
Prv_Hlth_Insur
MISSING:
---
TOP CATEGORIES
Target
2
87
25%
87
100%
4
72
21%
72
100%
3
45
13%
45
100%
0
39
11%
39
100%
5
28
8%
28
100%
1
28
8%
28
100%
7
27
8%
27
100%
6
15
4%
15
100%
9
7
2%
7
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Prv_Hlth_Insur
PROVIDES INFORMATION ON...
Target
1.00
Nat_Hlth_Serv
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Prv_Hlth_Insur:
Nat_Hlth_Serv
1.00
Soc_cls_A
0.23
H_status
0.23
L_lvl_edu
0.19
H_lvl_edu
0.19
Inc_btw_45_75k
0.16
R_house
0.16
O_house
0.16
Soc_cls_C
0.15
N_car
0.12
Mid_management
0.12
PP_cls
0.12
Inc_btw_30_45k
0.11
Avg_inc
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Prv_Hlth_Insur
CORRELATION RATIO WITH...
Inc_u_30k
MISSING:
---
TOP CATEGORIES
Target
0
98
28%
98
100%
2
91
26%
91
100%
1
54
16%
54
100%
3
50
14%
50
100%
4
21
6%
21
100%
5
17
5%
17
100%
6
9
3%
9
100%
7
7
2%
7
100%
8
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inc_u_30k
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Inc_u_30k:
Avg_inc
0.23
R_house
0.21
O_house
0.21
Inc_btw_45_75k
0.17
Inc_btw_30_45k
0.14
N_car
0.14
Singles
0.13
L_lvl_edu
0.13
O_relation
0.13
Soc_cls_C
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
Married
0.11
hh_w_child
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inc_u_30k
CORRELATION RATIO WITH...
Inc_btw_30_45k
MISSING:
---
TOP CATEGORIES
Target
4
84
24%
84
100%
3
74
21%
74
100%
2
55
16%
55
100%
5
45
13%
45
100%
0
26
7%
26
100%
6
25
7%
25
100%
1
18
5%
18
100%
7
10
3%
10
100%
9
9
3%
9
100%
8
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inc_btw_30_45k
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Inc_btw_30_45k:
Inc_btw_45_75k
0.20
Avg_inc
0.17
L_lvl_edu
0.14
H_lvl_edu
0.13
Inc_u_30k
0.13
Soc_cls_C
0.13
Soc_cls_A
0.12
Inc_75_122k
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
hh_w_child
0.11
Mid_management
0.11
hh_wo_child
0.11
H_status
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inc_btw_30_45k
CORRELATION RATIO WITH...
Inc_btw_45_75k
MISSING:
---
TOP CATEGORIES
Target
4
88
25%
88
100%
3
84
24%
84
100%
2
48
14%
48
100%
5
41
12%
41
100%
0
38
11%
38
100%
1
24
7%
24
100%
6
11
3%
11
100%
7
7
2%
7
100%
9
4
1%
4
100%
8
3
1%
3
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inc_btw_45_75k
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Inc_btw_45_75k:
Inc_btw_30_45k
0.20
Avg_inc
0.19
H_status
0.19
Soc_cls_A
0.18
H_lvl_edu
0.17
Nat_Hlth_Serv
0.17
Prv_Hlth_Insur
0.17
L_lvl_edu
0.16
Inc_u_30k
0.16
Soc_cls_C
0.13
Soc_cls_B1
0.13
PP_cls
0.12
R_house
0.12
O_house
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inc_btw_45_75k
CORRELATION RATIO WITH...
Inc_75_122k
MISSING:
---
TOP CATEGORIES
Target
0
152
44%
152
100%
1
97
28%
97
100%
2
58
17%
58
100%
3
19
5%
19
100%
4
14
4%
14
100%
5
7
2%
7
100%
9
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inc_75_122k
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Inc_75_122k:
Avg_inc
0.28
Inc_btw_30_45k
0.17
H_lvl_edu
0.16
L_lvl_edu
0.13
H_status
0.13
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12
Inc_u_30k
0.12
R_house
0.11
O_house
0.11
Soc_cls_A
0.11
Entrepreneur
0.11
Inc_btw_45_75k
0.11
Skld_labor
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inc_75_122k
CORRELATION RATIO WITH...
Inc_ovr_123k
MISSING:
---
TOP CATEGORIES
Target
0
289
83%
289
100%
1
50
14%
50
100%
2
8
2%
8
100%
3
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Inc_ovr_123k
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Inc_ovr_123k:
H_status
0.17
Avg_inc
0.17
Inc_btw_30_45k
0.16
N_religion
0.16
R_house
0.16
O_house
0.16
Soc_cls_A
0.15
Entrepreneur
0.15
Inc_75_122k
0.14
H_lvl_edu
0.14
Living_together
0.13
Inc_btw_45_75k
0.11
hh_wo_child
0.11
M_lvl_edu
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Inc_ovr_123k
CORRELATION RATIO WITH...
Avg_inc
MISSING:
---
TOP CATEGORIES
Target
4
139
40%
139
100%
5
70
20%
70
100%
3
69
20%
69
100%
6
24
7%
24
100%
2
20
6%
20
100%
7
17
5%
17
100%
8
8
2%
8
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Avg_inc
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Avg_inc:
Inc_u_30k
0.25
Inc_75_122k
0.24
Inc_btw_45_75k
0.23
Inc_btw_30_45k
0.21
H_lvl_edu
0.21
L_lvl_edu
0.18
Soc_cls_A
0.15
R_house
0.15
O_house
0.15
PP_cls
0.15
H_status
0.14
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14
Soc_cls_C
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Avg_inc
CORRELATION RATIO WITH...
PP_cls
MISSING:
---
TOP CATEGORIES
Target
3
71
20%
71
100%
7
67
19%
67
100%
6
66
19%
66
100%
4
46
13%
46
100%
8
35
10%
35
100%
5
30
9%
30
100%
1
18
5%
18
100%
2
15
4%
15
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
PP_cls
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON PP_cls:
subtype_L0_8
0.16
maintype_L2_8
0.15
H_status
0.15
maintype_L2_2
0.14
subtype_L0_33
0.13
L_lvl_edu
0.13
R_house
0.13
O_house
0.13
Soc_cls_A
0.12
H_lvl_edu
0.12
Inc_btw_45_75k
0.12
Avg_inc
0.12
Nat_Hlth_Serv
0.12
Prv_Hlth_Insur
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
PP_cls
CORRELATION RATIO WITH...
Firm_Contri_3p_ insur
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
3
3
1%
3
100%
2
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Firm_Contri_3p_ insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_firm_3p_insur
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Firm_Contri_3p_ insur:
Num_firm_3p_insur
0.89
Contri_tractor_pol
0.54
Num_tractor_pol
0.44
Contri_fire_pol
0.39
Inc_u_30k
0.25
PP_cls
0.25
R_house
0.24
O_house
0.24
L_lvl_edu
0.24
Nat_Hlth_Serv
0.24
Prv_Hlth_Insur
0.24
Inc_btw_45_75k
0.24
Soc_cls_A
0.23
N_religion
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Firm_Contri_3p_ insur
CORRELATION RATIO WITH...
Ag_Contri_3p_insur
MISSING:
---
TOP CATEGORIES
Target
0
345
99%
345
100%
3
2
1%
2
100%
4
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Ag_Contri_3p_insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_ag_3p_insur
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Ag_Contri_3p_insur:
Num_ag_3p_insur
0.90
Contri_fire_pol
0.67
Farmer
0.51
Contri_tractor_pol
0.36
Num_tractor_pol
0.36
O_relation
0.33
Nat_Hlth_Serv
0.29
Prv_Hlth_Insur
0.29
Soc_cls_C
0.29
Firm_Contri_3p_ insur
0.29
Inc_btw_30_45k
0.26
Soc_cls_A
0.26
Married
0.25
R_house
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Ag_Contri_3p_insur
CORRELATION RATIO WITH...
Contri_car_pol
MISSING:
---
TOP CATEGORIES
Target
6
262
75%
262
100%
0
72
21%
72
100%
5
14
4%
14
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_car_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_car_pol:
Num_car_pol
0.77
Skld_labor
0.07
PP_cls
0.06
Contri_fire_pol
0.06
Soc_cls_C
0.06
L_lvl_edu
0.06
Inc_u_30k
0.05
Nat_Hlth_Serv
0.05
Prv_Hlth_Insur
0.05
Soc_cls_A
0.05
Contri_prv_3p_insur_L4_2
0.05
R_house
0.05
O_house
0.05
Num_fire_pol
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_car_pol
CORRELATION RATIO WITH...
Contri_deliv_van_pol
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
6
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_deliv_van_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_deliv_van_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_deliv_van_pol:
Num_deliv_van_pol
1.00
Inc_btw_45_75k
0.32
Inc_ovr_123k
0.32
Num_fire_pol
0.30
Contri_fire_pol
0.29
Firm_Contri_3p_ insur
0.29
hh_w_child
0.27
Soc_cls_B2
0.26
R_house
0.25
O_house
0.25
Contri_trailer_pols
0.24
Num_firm_3p_insur
0.24
subtype_L0_41
0.24
maintype_L2_10
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_deliv_van_pol
CORRELATION RATIO WITH...
Contri_motorcycle/scooter_pol
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
4
9
3%
9
100%
5
4
1%
4
100%
3
2
1%
2
100%
6
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_motorcycle/scooter_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_motorcycle/scooter_pol:
Num_motorcycle/scooter_pol
0.80
Singles
0.20
Skld_labor
0.18
R_house
0.18
O_house
0.18
H_lvl_edu
0.17
L_lvl_edu
0.16
hh_w_child
0.15
Mid_management
0.15
M_lvl_edu
0.15
Inc_75_122k
0.15
Inc_btw_30_45k
0.14
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_motorcycle/scooter_pol
CORRELATION RATIO WITH...
Contri_lorry_pol
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_lorry_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_lorry_pol:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_lorry_pol
CORRELATION RATIO WITH...
Contri_trailer_pols
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
2
5
1%
5
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_trailer_pols
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_trailer_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_trailer_pols:
Num_trailer_pol
0.92
Contri_boat_pol
0.27
Married
0.25
hh_w_child
0.24
N_religion
0.22
L_lvl_edu
0.22
Unskld_labor
0.21
Protestant
0.20
Inc_u_30k
0.20
subtype_L0_41
0.20
maintype_L2_10
0.20
R_house
0.19
O_house
0.19
Soc_cls_D
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_trailer_pols
CORRELATION RATIO WITH...
Contri_tractor_pol
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
5
2
1%
2
100%
3
2
1%
2
100%
6
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_tractor_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_tractor_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_tractor_pol:
Num_tractor_pol
0.91
Firm_Contri_3p_ insur
0.50
Num_firm_3p_insur
0.44
Soc_cls_C
0.32
R_house
0.30
O_house
0.30
Inc_u_30k
0.29
Skld_labor
0.27
M_lvl_edu
0.27
L_lvl_edu
0.26
Soc_cls_D
0.25
Unskld_labor
0.24
hh_w_child
0.23
Inc_btw_45_75k
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_tractor_pol
CORRELATION RATIO WITH...
Contri_ag_machine_pol
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_ag_machine_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_ag_machine_pol:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_ag_machine_pol
CORRELATION RATIO WITH...
Contri_moped_pol
MISSING:
---
TOP CATEGORIES
Target
0
340
98%
340
100%
3
6
2%
6
100%
5
1
0%
1
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_moped_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_moped_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_moped_pol:
Num_moped_pol
0.87
H_lvl_edu
0.27
R_house
0.21
O_house
0.21
M_lvl_edu
0.20
Unskld_labor
0.19
hh_w_child
0.18
Inc_btw_45_75k
0.18
H_status
0.17
Mid_management
0.16
Soc_cls_B1
0.16
Soc_cls_A
0.16
Inc_btw_30_45k
0.15
L_lvl_edu
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_moped_pol
CORRELATION RATIO WITH...
Contri_life_insur
MISSING:
---
TOP CATEGORIES
Target
0
325
93%
325
100%
4
11
3%
11
100%
3
6
2%
6
100%
5
4
1%
4
100%
6
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_life_insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_life_insur:
Num_life_insur_pol
0.78
L_lvl_edu
0.16
Skld_labor
0.16
PP_cls
0.16
Nat_Hlth_Serv
0.15
Prv_Hlth_Insur
0.15
Inc_btw_45_75k
0.14
hh_w_child
0.13
Contri_fire_pol
0.13
Avg_inc
0.12
N_religion
0.12
Protestant
0.12
R_house
0.12
O_house
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_life_insur
CORRELATION RATIO WITH...
Contri_prv_accid_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prv_accid_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_prv_accid_insur_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prv_accid_insur_pol:
Num_prv_accid_insur_pol
1.00
Contri_fire_pol
0.72
Contri_boat_pol
0.72
subtype_L0_24
0.63
Inc_u_30k
0.54
Num_boat_pol
0.50
PP_cls
0.46
maintype_L2_5
0.46
O_religion
0.44
Avg_inc
0.42
Inc_btw_45_75k
0.39
Protestant
0.37
Soc_cls_C
0.37
R_house
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prv_accid_insur_pol
CORRELATION RATIO WITH...
Contri_fam_accid_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
3
4
1%
4
100%
2
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_fam_accid_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_fam_ccid_insur_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_fam_accid_insur_pol:
Num_fam_ccid_insur_pol
0.89
Farmer
0.28
Soc_cls_C
0.25
Inc_btw_30_45k
0.23
Soc_cls_B1
0.23
Mid_management
0.22
M_lvl_edu
0.20
Inc_btw_45_75k
0.20
L_lvl_edu
0.20
hh_w_child
0.19
PP_cls
0.18
Skld_labor
0.18
H_lvl_edu
0.18
Inc_75_122k
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_fam_accid_insur_pol
CORRELATION RATIO WITH...
Contri_disabl_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
6
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_disabl_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_disabl_insur_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_disabl_insur_pol:
Num_disabl_insur_pol
1.00
Protestant
0.23
Num_car_pol
0.22
R_house
0.19
O_house
0.19
Inc_btw_30_45k
0.19
Soc_cls_C
0.19
Entrepreneur
0.19
Soc_cls_B2
0.17
Mid_management
0.17
Avg_inc
0.17
Soc_cls_A
0.16
Contri_tractor_pol
0.15
age_L1_3
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_disabl_insur_pol
CORRELATION RATIO WITH...
Contri_fire_pol
MISSING:
---
TOP CATEGORIES
Target
4
151
43%
151
100%
0
109
31%
109
100%
3
68
20%
68
100%
5
8
2%
8
100%
2
6
2%
6
100%
6
3
1%
3
100%
1
3
1%
3
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_fire_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_fire_pol:
Num_fire_pol
0.51
Num_prv_3p_insur
0.18
Contri_prv_3p_insur_L4_0
0.18
Contri_prv_3p_insur_L4_2
0.16
R_house
0.12
O_house
0.12
PP_cls
0.10
hh_w_child
0.09
Singles
0.08
Soc_cls_C
0.08
Skld_labor
0.08
L_lvl_edu
0.08
Inc_u_30k
0.07
Avg_inc
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_fire_pol
CORRELATION RATIO WITH...
Contri_surfb_pol
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_surfb_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_surfb_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_surfb_pol:
Num_surfb_pol
1.00
Contri_boat_pol
0.80
Contri_prop_insur_pol
0.72
Contri_trailer_pols
0.63
Num_prop_insur_pol
0.63
Num_trailer_pol
0.61
subtype_L0_32
0.56
Num_boat_pol
0.50
PP_cls
0.44
maintype_L2_7
0.42
Entrepreneur
0.38
Nat_Hlth_Serv
0.38
Prv_Hlth_Insur
0.38
hh_wo_child
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_surfb_pol
CORRELATION RATIO WITH...
Contri_boat_pol
MISSING:
---
TOP CATEGORIES
Target
0
335
96%
335
100%
4
4
1%
4
100%
1
3
1%
3
100%
6
2
1%
2
100%
3
2
1%
2
100%
2
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_boat_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_boat_pol:
Num_boat_pol
0.75
Skld_labor
0.27
R_house
0.27
O_house
0.27
L_lvl_edu
0.26
PP_cls
0.25
Married
0.24
Soc_cls_B2
0.22
Protestant
0.22
Nat_Hlth_Serv
0.21
Prv_Hlth_Insur
0.21
Singles
0.20
Inc_u_30k
0.20
Inc_btw_30_45k
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_boat_pol
CORRELATION RATIO WITH...
Contri_bike_pol
MISSING:
---
TOP CATEGORIES
Target
0
333
96%
333
100%
1
15
4%
15
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_bike_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_bike_pol:
Num_bike_pol
1.00
L_lvl_edu
0.15
Singles
0.14
H_status
0.13
Skld_labor
0.13
Soc_cls_C
0.13
N_religion
0.11
M_lvl_edu
0.11
hh_wo_child
0.11
Avg_inc
0.10
Nat_Hlth_Serv
0.10
Prv_Hlth_Insur
0.10
PP_cls
0.09
Num_life_insur_pol
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_bike_pol
CORRELATION RATIO WITH...
Contri_prop_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
3
1%
3
100%
2
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prop_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
Num_prop_insur_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prop_insur_pol:
Num_prop_insur_pol
0.89
Skld_labor
0.34
O_relation
0.30
Avg_inc
0.29
Soc_cls_C
0.29
Singles
0.27
hh_w_child
0.26
L_lvl_edu
0.26
PP_cls
0.25
Married
0.25
Inc_btw_30_45k
0.24
R_house
0.24
O_house
0.24
M_lvl_edu
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prop_insur_pol
CORRELATION RATIO WITH...
Contri_ss_insur_polo
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
4
8
2%
8
100%
3
4
1%
4
100%
2
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_ss_insur_polo
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
num_ss_insur_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_ss_insur_polo:
num_ss_insur_pol
0.80
hh_w_child
0.19
Unskld_labor
0.17
R_house
0.17
O_house
0.17
M_lvl_edu
0.17
Mid_management
0.17
N_religion
0.16
L_lvl_edu
0.16
Inc_btw_30_45k
0.15
Soc_cls_B2
0.14
H_lvl_edu
0.13
O_relation
0.13
PP_cls
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_ss_insur_polo
CORRELATION RATIO WITH...
Num_prv_3p_insur
MISSING:
---
TOP CATEGORIES
Target
1
201
58%
201
100%
0
147
42%
147
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_prv_3p_insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_prv_3p_insur:
Contri_prv_3p_insur_L4_0
1.00
Contri_prv_3p_insur_L4_2
0.84
Contri_fire_pol
0.35
Num_fire_pol
0.30
Num_car_pol
0.06
Contri_car_pol
0.04
L_lvl_edu
0.04
Avg_inc
0.04
N_religion
0.03
Contri_life_insur
0.03
Inc_btw_30_45k
0.03
H_status
0.03
Num_life_insur_pol
0.03
Singles
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_prv_3p_insur
CORRELATION RATIO WITH...
Num_firm_3p_insur
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_firm_3p_insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_firm_3p_insur:
Firm_Contri_3p_ insur
1.00
Contri_tractor_pol
0.53
Num_tractor_pol
0.42
Contri_fire_pol
0.36
Nat_Hlth_Serv
0.27
Prv_Hlth_Insur
0.27
2_cars
0.22
Farmer
0.22
Inc_u_30k
0.21
PP_cls
0.21
R_house
0.20
O_house
0.20
N_religion
0.20
L_lvl_edu
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_firm_3p_insur
CORRELATION RATIO WITH...
Num_ag_3p_insur
MISSING:
---
TOP CATEGORIES
Target
0
345
99%
345
100%
1
3
1%
3
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_ag_3p_insur
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_ag_3p_insur:
Ag_Contri_3p_insur
1.00
Contri_fire_pol
0.71
Farmer
0.46
Soc_cls_A
0.29
Contri_tractor_pol
0.29
Num_tractor_pol
0.29
Inc_btw_30_45k
0.26
O_relation
0.26
Mid_management
0.25
hh_wo_child
0.24
L_lvl_edu
0.23
Soc_cls_B1
0.23
Nat_Hlth_Serv
0.21
Prv_Hlth_Insur
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_ag_3p_insur
CORRELATION RATIO WITH...
Num_car_pol
MISSING:
---
TOP CATEGORIES
Target
1
237
68%
237
100%
0
72
21%
72
100%
2
38
11%
38
100%
3
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_car_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_car_pol:
Contri_car_pol
0.61
Contri_fire_pol
0.06
Num_fire_pol
0.05
Soc_cls_C
0.05
Inc_u_30k
0.05
Num_prv_3p_insur
0.04
Contri_prv_3p_insur_L4_0
0.04
Nat_Hlth_Serv
0.04
Prv_Hlth_Insur
0.04
Soc_cls_A
0.04
Contri_prv_3p_insur_L4_2
0.04
R_house
0.04
O_house
0.04
H_status
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_car_pol
CORRELATION RATIO WITH...
Num_deliv_van_pol
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_deliv_van_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_deliv_van_pol
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Num_deliv_van_pol:
Contri_deliv_van_pol
1.00
Inc_btw_45_75k
0.32
Inc_ovr_123k
0.32
Num_fire_pol
0.30
Contri_fire_pol
0.29
Firm_Contri_3p_ insur
0.29
hh_w_child
0.27
Soc_cls_B2
0.26
R_house
0.25
O_house
0.25
Contri_trailer_pols
0.24
Num_firm_3p_insur
0.24
subtype_L0_41
0.24
maintype_L2_10
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_deliv_van_pol
CORRELATION RATIO WITH...
Num_motorcycle/scooter_pol
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
1
15
4%
15
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_motorcycle/scooter_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_motorcycle/scooter_pol:
Contri_motorcycle/scooter_pol
0.97
R_house
0.13
O_house
0.13
L_lvl_edu
0.13
Skld_labor
0.11
1_car
0.11
M_lvl_edu
0.11
Inc_u_30k
0.10
hh_w_child
0.10
Contri_prv_3p_insur_L4_2
0.09
N_car
0.09
H_lvl_edu
0.08
Singles
0.08
Num_prv_3p_insur
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_motorcycle/scooter_pol
CORRELATION RATIO WITH...
Num_lorry_pol
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_lorry_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Num_lorry_pol:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_lorry_pol
CORRELATION RATIO WITH...
Num_trailer_pol
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
1
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_trailer_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_trailer_pol:
Contri_trailer_pols
1.00
Contri_boat_pol
0.28
hh_w_child
0.22
Protestant
0.20
Married
0.18
Unskld_labor
0.18
R_house
0.18
O_house
0.18
subtype_L0_41
0.17
maintype_L2_10
0.17
Soc_cls_D
0.17
N_religion
0.15
L_lvl_edu
0.15
Skld_labor
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_trailer_pol
CORRELATION RATIO WITH...
Num_tractor_pol
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
4
1%
4
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_tractor_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_tractor_pol:
Contri_tractor_pol
1.00
Firm_Contri_3p_ insur
0.46
Num_firm_3p_insur
0.39
R_house
0.33
O_house
0.33
Soc_cls_C
0.32
Inc_u_30k
0.27
Skld_labor
0.27
Ag_Contri_3p_insur
0.24
Soc_cls_D
0.22
2_cars
0.20
Married
0.20
M_lvl_edu
0.20
PP_cls
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_tractor_pol
CORRELATION RATIO WITH...
Num_ag_machines_pol
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_ag_machines_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON Num_ag_machines_pol:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_ag_machines_pol
CORRELATION RATIO WITH...
Num_moped_pol
MISSING:
---
TOP CATEGORIES
Target
0
340
98%
340
100%
1
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_moped_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_moped_pol:
Contri_moped_pol
1.00
H_lvl_edu
0.26
M_lvl_edu
0.13
H_status
0.13
R_house
0.12
O_house
0.12
hh_wo_child
0.12
Inc_btw_45_75k
0.11
L_lvl_edu
0.11
Unskld_labor
0.10
Inc_75_122k
0.09
hh_w_child
0.09
Nat_Hlth_Serv
0.09
Prv_Hlth_Insur
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_moped_pol
CORRELATION RATIO WITH...
Num_life_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
325
93%
325
100%
2
10
3%
10
100%
1
8
2%
8
100%
4
3
1%
3
100%
3
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_life_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_life_insur_pol:
Contri_life_insur
0.78
Skld_labor
0.18
L_lvl_edu
0.16
M_lvl_edu
0.15
Soc_cls_A
0.15
hh_w_child
0.14
R_house
0.14
O_house
0.14
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13
Soc_cls_C
0.13
Contri_fire_pol
0.13
PP_cls
0.13
Singles
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_life_insur_pol
CORRELATION RATIO WITH...
Num_prv_accid_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_prv_accid_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Contri_prv_accid_insur_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Num_prv_accid_insur_pol:
Contri_prv_accid_insur_pol
1.00
Contri_fire_pol
0.72
Contri_boat_pol
0.72
subtype_L0_24
0.63
Inc_u_30k
0.54
Num_boat_pol
0.50
PP_cls
0.46
maintype_L2_5
0.46
O_religion
0.44
Avg_inc
0.42
Inc_btw_45_75k
0.39
Protestant
0.37
Soc_cls_C
0.37
R_house
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_prv_accid_insur_pol
CORRELATION RATIO WITH...
Num_fam_ccid_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
1
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_fam_ccid_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_fam_ccid_insur_pol:
Contri_fam_accid_insur_pol
1.00
Farmer
0.24
Soc_cls_C
0.23
Mid_management
0.21
Soc_cls_B1
0.19
Inc_btw_30_45k
0.18
Inc_btw_45_75k
0.16
L_lvl_edu
0.16
hh_w_child
0.15
Num_bike_pol
0.14
Skld_labor
0.13
Inc_75_122k
0.13
R_house
0.13
O_house
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_fam_ccid_insur_pol
CORRELATION RATIO WITH...
Num_disabl_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
1
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_disabl_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Contri_disabl_insur_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Num_disabl_insur_pol:
Contri_disabl_insur_pol
1.00
Protestant
0.23
Num_car_pol
0.22
R_house
0.19
O_house
0.19
Inc_btw_30_45k
0.19
Soc_cls_C
0.19
Entrepreneur
0.19
Soc_cls_B2
0.17
Mid_management
0.17
Avg_inc
0.17
Soc_cls_A
0.16
Contri_tractor_pol
0.15
age_L1_3
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_disabl_insur_pol
CORRELATION RATIO WITH...
Num_fire_pol
MISSING:
---
TOP CATEGORIES
Target
1
232
67%
232
100%
0
109
31%
109
100%
2
7
2%
7
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_fire_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_fire_pol:
Contri_fire_pol
0.92
Num_prv_3p_insur
0.28
Contri_prv_3p_insur_L4_0
0.28
Contri_prv_3p_insur_L4_2
0.25
Num_car_pol
0.06
Skld_labor
0.05
Soc_cls_A
0.05
Contri_car_pol
0.04
Num_life_insur_pol
0.04
Contri_life_insur
0.04
Soc_cls_C
0.04
H_status
0.04
hh_wo_child
0.04
Inc_btw_30_45k
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_fire_pol
CORRELATION RATIO WITH...
Num_surfb_pol
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_surfb_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Contri_surfb_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Num_surfb_pol:
Contri_surfb_pol
1.00
Contri_boat_pol
0.80
Contri_prop_insur_pol
0.72
Contri_trailer_pols
0.63
Num_prop_insur_pol
0.63
Num_trailer_pol
0.61
subtype_L0_32
0.56
Num_boat_pol
0.50
PP_cls
0.44
maintype_L2_7
0.42
Entrepreneur
0.38
Nat_Hlth_Serv
0.38
Prv_Hlth_Insur
0.38
hh_wo_child
0.36

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_surfb_pol
CORRELATION RATIO WITH...
Num_boat_pol
MISSING:
---
TOP CATEGORIES
Target
0
335
96%
335
100%
1
12
3%
12
100%
2
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_boat_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_boat_pol:
Contri_boat_pol
0.96
Skld_labor
0.24
R_house
0.20
O_house
0.20
Mid_management
0.15
PP_cls
0.15
Soc_cls_B2
0.15
Soc_cls_C
0.15
Married
0.14
Avg_inc
0.13
Inc_btw_30_45k
0.13
L_lvl_edu
0.12
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_boat_pol
CORRELATION RATIO WITH...
Num_bike_pol
MISSING:
---
TOP CATEGORIES
Target
0
333
96%
333
100%
1
10
3%
10
100%
2
4
1%
4
100%
3
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_bike_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Contri_bike_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Num_bike_pol:
Contri_bike_pol
0.84
Skld_labor
0.21
Soc_cls_C
0.21
H_status
0.20
L_lvl_edu
0.19
Singles
0.18
M_lvl_edu
0.18
Soc_cls_A
0.17
H_lvl_edu
0.16
N_religion
0.16
Nat_Hlth_Serv
0.15
Prv_Hlth_Insur
0.15
Mid_management
0.15
PP_cls
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_bike_pol
CORRELATION RATIO WITH...
Num_prop_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Num_prop_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Num_prop_insur_pol:
Contri_prop_insur_pol
1.00
O_relation
0.27
Skld_labor
0.25
Singles
0.23
Married
0.21
Avg_inc
0.20
Soc_cls_C
0.20
R_house
0.20
O_house
0.20
Inc_u_30k
0.19
M_lvl_edu
0.19
Protestant
0.17
Contri_surfb_pol
0.17
Num_surfb_pol
0.17

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Num_prop_insur_pol
CORRELATION RATIO WITH...
num_ss_insur_pol
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
1
16
5%
16
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
num_ss_insur_pol
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON num_ss_insur_pol:
Contri_ss_insur_polo
1.00
Unskld_labor
0.13
N_religion
0.11
hh_w_child
0.09
Soc_cls_D
0.08
Avg_hh_size
0.07
hh_wo_child
0.07
Inc_u_30k
0.07
Entrepreneur
0.07
O_relation
0.07
PP_cls
0.07
Skld_labor
0.07
Married
0.07
Singles
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
num_ss_insur_pol
CORRELATION RATIO WITH...
subtype_L0_1
MISSING:
---
TOP CATEGORIES
Target
0
335
96%
335
100%
1
13
4%
13
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_1:
PP_cls
0.58
maintype_L2_1
0.49
H_lvl_edu
0.39
H_status
0.37
Inc_btw_30_45k
0.32
Soc_cls_A
0.29
Nat_Hlth_Serv
0.26
Prv_Hlth_Insur
0.26
Soc_cls_C
0.25
Avg_inc
0.23
L_lvl_edu
0.23
R_house
0.22
O_house
0.22
Mid_management
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_1
CORRELATION RATIO WITH...
subtype_L0_2
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
1
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_2:
Entrepreneur
0.46
maintype_L2_1
0.40
Nat_Hlth_Serv
0.36
Prv_Hlth_Insur
0.36
PP_cls
0.34
Soc_cls_A
0.32
hh_wo_child
0.25
L_lvl_edu
0.20
H_status
0.20
Inc_u_30k
0.18
hh_w_child
0.18
M_lvl_edu
0.18
Avg_inc
0.17
Inc_75_122k
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_2
CORRELATION RATIO WITH...
subtype_L0_3
MISSING:
---
TOP CATEGORIES
Target
0
323
93%
323
100%
1
25
7%
25
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_3
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_3:
maintype_L2_1
0.63
PP_cls
0.51
hh_wo_child
0.17
Married
0.13
hh_w_child
0.13
Avg_hh_size
0.12
Soc_cls_A
0.10
O_relation
0.09
Inc_btw_30_45k
0.09
Inc_u_30k
0.09
R_house
0.09
O_house
0.09
H_status
0.09
Inc_btw_45_75k
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_3
CORRELATION RATIO WITH...
subtype_L0_4
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_4
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_4:
Soc_cls_B2
0.39
hh_w_child
0.39
maintype_L2_1
0.32
hh_wo_child
0.31
PP_cls
0.27
Married
0.27
Mid_management
0.27
N_religion
0.26
Nat_Hlth_Serv
0.26
Prv_Hlth_Insur
0.26
H_status
0.25
M_lvl_edu
0.25
Soc_cls_C
0.24
Singles
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_4
CORRELATION RATIO WITH...
subtype_L0_5
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_5
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_5:
R_house
0.45
O_house
0.45
Contri_moped_pol
0.45
maintype_L2_1
0.32
Mid_management
0.28
Soc_cls_B1
0.27
PP_cls
0.26
Inc_btw_30_45k
0.25
Inc_btw_45_75k
0.23
M_lvl_edu
0.23
Protestant
0.23
Nat_Hlth_Serv
0.23
Prv_Hlth_Insur
0.23
L_lvl_edu
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_5
CORRELATION RATIO WITH...
subtype_L0_6
MISSING:
---
TOP CATEGORIES
Target
0
336
97%
336
100%
1
12
3%
12
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_6
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_6:
PP_cls
0.57
maintype_L2_2
0.40
H_status
0.39
Soc_cls_A
0.34
H_lvl_edu
0.34
L_lvl_edu
0.30
Soc_cls_C
0.27
Nat_Hlth_Serv
0.27
Prv_Hlth_Insur
0.27
R_house
0.21
O_house
0.21
Married
0.20
Avg_inc
0.20
Inc_75_122k
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_6
CORRELATION RATIO WITH...
subtype_L0_7
MISSING:
---
TOP CATEGORIES
Target
0
345
99%
345
100%
1
3
1%
3
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_7
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_7:
Inc_btw_45_75k
0.38
PP_cls
0.29
maintype_L2_2
0.29
Nat_Hlth_Serv
0.27
Prv_Hlth_Insur
0.27
Soc_cls_A
0.24
H_status
0.23
M_lvl_edu
0.23
Soc_cls_C
0.21
L_lvl_edu
0.20
H_lvl_edu
0.20
hh_wo_child
0.19
R_house
0.19
O_house
0.19

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_7
CORRELATION RATIO WITH...
subtype_L0_8
MISSING:
---
TOP CATEGORIES
Target
0
297
85%
297
100%
1
51
15%
51
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_8
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_8:
maintype_L2_2
0.76
PP_cls
0.75
Mid_management
0.21
Soc_cls_B1
0.14
Inc_u_30k
0.13
L_lvl_edu
0.13
H_lvl_edu
0.12
H_status
0.12
R_house
0.12
O_house
0.12
M_lvl_edu
0.11
maintype_L2_8
0.11
Soc_cls_A
0.11
Singles
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_8
CORRELATION RATIO WITH...
subtype_L0_9
MISSING:
---
TOP CATEGORIES
Target
0
336
97%
336
100%
1
12
3%
12
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_9
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_9:
PP_cls
0.49
maintype_L2_3
0.43
M_lvl_edu
0.22
O_relation
0.20
Soc_cls_B1
0.20
Mid_management
0.18
R_house
0.16
O_house
0.16
Protestant
0.14
hh_w_child
0.13
O_religion
0.13
1_car
0.12
hh_wo_child
0.12
Married
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_9
CORRELATION RATIO WITH...
subtype_L0_10
MISSING:
---
TOP CATEGORIES
Target
0
339
97%
339
100%
1
9
3%
9
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_10
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_10:
PP_cls
0.52
maintype_L2_3
0.40
Inc_75_122k
0.25
R_house
0.22
O_house
0.22
Nat_Hlth_Serv
0.19
Prv_Hlth_Insur
0.19
Soc_cls_B2
0.18
L_lvl_edu
0.18
Inc_btw_30_45k
0.17
M_lvl_edu
0.16
hh_wo_child
0.16
Mid_management
0.14
Avg_hh_size
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_10
CORRELATION RATIO WITH...
subtype_L0_11
MISSING:
---
TOP CATEGORIES
Target
0
339
97%
339
100%
1
9
3%
9
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_11
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_11:
maintype_L2_3
0.40
PP_cls
0.29
R_house
0.26
O_house
0.26
hh_w_child
0.21
M_lvl_edu
0.16
Soc_cls_C
0.16
Protestant
0.15
Contri_fire_pol
0.13
L_lvl_edu
0.13
H_status
0.13
Inc_btw_30_45k
0.13
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_11
CORRELATION RATIO WITH...
subtype_L0_12
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
1
16
5%
16
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_12
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_12:
maintype_L2_3
0.47
PP_cls
0.38
1_car
0.26
Mid_management
0.24
age_L1_2
0.23
N_car
0.21
hh_wo_child
0.21
Inc_btw_45_75k
0.18
R_house
0.18
O_house
0.18
M_lvl_edu
0.18
hh_w_child
0.18
Inc_u_30k
0.16
Inc_75_122k
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_12
CORRELATION RATIO WITH...
subtype_L0_13
MISSING:
---
TOP CATEGORIES
Target
0
335
96%
335
100%
1
13
4%
13
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_13
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_13:
maintype_L2_3
0.44
PP_cls
0.41
L_lvl_edu
0.19
Soc_cls_C
0.19
H_status
0.17
H_lvl_edu
0.17
Soc_cls_A
0.16
Inc_btw_45_75k
0.16
M_lvl_edu
0.15
hh_w_child
0.14
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14
R_house
0.13
O_house
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_13
CORRELATION RATIO WITH...
subtype_L0_15
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_15
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_15:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_15
CORRELATION RATIO WITH...
subtype_L0_16
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_16
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_16:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_16
CORRELATION RATIO WITH...
subtype_L0_17
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_17
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_17:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_17
CORRELATION RATIO WITH...
subtype_L0_18
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_18
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_18:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_18
CORRELATION RATIO WITH...
subtype_L0_19
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_19
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_19:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_19
CORRELATION RATIO WITH...
subtype_L0_20
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_20
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_20:
PP_cls
0.52
maintype_L2_5
0.52
Soc_cls_C
0.41
R_house
0.31
O_house
0.31
H_status
0.29
Contri_ss_insur_polo
0.26
Contri_fam_accid_insur_pol
0.26
H_lvl_edu
0.26
L_lvl_edu
0.24
Soc_cls_A
0.24
Soc_cls_B1
0.24
N_religion
0.23
Unskld_labor
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_20
CORRELATION RATIO WITH...
subtype_L0_21
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_21
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_21:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_21
CORRELATION RATIO WITH...
subtype_L0_22
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
1
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_22
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_22:
PP_cls
0.60
maintype_L2_5
0.60
Soc_cls_C
0.34
hh_w_child
0.33
Skld_labor
0.32
Contri_fire_pol
0.31
Mid_management
0.29
R_house
0.28
O_house
0.28
Unskld_labor
0.24
L_lvl_edu
0.23
Soc_cls_B2
0.22
Contri_motorcycle/scooter_pol
0.22
M_lvl_edu
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_22
CORRELATION RATIO WITH...
subtype_L0_23
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
1
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_23
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_23:
maintype_L2_5
0.60
Singles
0.56
Married
0.46
R_house
0.44
O_house
0.44
Living_together
0.34
Avg_hh_size
0.33
Contri_fire_pol
0.30
hh_w_child
0.30
Inc_u_30k
0.30
PP_cls
0.30
O_relation
0.29
Soc_cls_D
0.24
Mid_management
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_23
CORRELATION RATIO WITH...
subtype_L0_24
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_24
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_24:
PP_cls
0.64
maintype_L2_5
0.64
Singles
0.41
Inc_btw_45_75k
0.34
Married
0.32
R_house
0.28
O_house
0.28
Contri_boat_pol
0.27
Nat_Hlth_Serv
0.25
Prv_Hlth_Insur
0.25
Inc_u_30k
0.25
Contri_fire_pol
0.24
Avg_hh_size
0.21
O_relation
0.21

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_24
CORRELATION RATIO WITH...
subtype_L0_25
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_25
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_25:
maintype_L2_6
0.77
PP_cls
0.49
Singles
0.35
Inc_u_30k
0.34
N_car
0.32
R_house
0.30
O_house
0.30
Inc_btw_30_45k
0.30
Married
0.26
O_relation
0.25
H_status
0.24
M_lvl_edu
0.24
2_cars
0.23
N_religion
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_25
CORRELATION RATIO WITH...
subtype_L0_26
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_26
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_26:
O_relation
0.67
Singles
0.67
maintype_L2_6
0.67
N_car
0.63
Married
0.61
1_car
0.58
Avg_hh_size
0.56
hh_w_child
0.53
age_L1_5
0.50
R_house
0.45
O_house
0.45
PP_cls
0.44
Farmer
0.42
M_lvl_edu
0.41

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_26
CORRELATION RATIO WITH...
subtype_L0_27
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_27
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
age_L1_6
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_27:
age_L1_6
1.00
maintype_L2_6
0.67
hh_w_child
0.63
Married
0.61
O_relation
0.61
Contri_fire_pol
0.61
Avg_hh_size
0.56
Singles
0.49
Soc_cls_B2
0.44
PP_cls
0.44
Soc_cls_C
0.36
R_house
0.36
O_house
0.36
H_status
0.35

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_27
CORRELATION RATIO WITH...
subtype_L0_28
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_28
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_28:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_28
CORRELATION RATIO WITH...
subtype_L0_29
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_29
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_29:
maintype_L2_7
0.47
Contri_fire_pol
0.33
Inc_btw_30_45k
0.33
Unskld_labor
0.30
R_house
0.29
O_house
0.29
N_religion
0.26
PP_cls
0.26
Mid_management
0.26
L_lvl_edu
0.25
H_status
0.24
Num_fire_pol
0.24
M_lvl_edu
0.23
Protestant
0.23

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_29
CORRELATION RATIO WITH...
subtype_L0_30
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
1
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_30
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_30:
PP_cls
0.60
maintype_L2_7
0.54
Unskld_labor
0.46
Soc_cls_D
0.39
R_house
0.35
O_house
0.35
Inc_u_30k
0.35
Avg_inc
0.29
Inc_btw_30_45k
0.29
N_car
0.28
Inc_btw_45_75k
0.27
hh_w_child
0.26
Soc_cls_B2
0.25
Married
0.25

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_30
CORRELATION RATIO WITH...
subtype_L0_31
MISSING:
---
TOP CATEGORIES
Target
0
342
98%
342
100%
1
6
2%
6
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_31
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_31:
PP_cls
0.62
maintype_L2_7
0.60
Singles
0.42
Avg_inc
0.37
Nat_Hlth_Serv
0.36
Prv_Hlth_Insur
0.36
L_lvl_edu
0.34
Inc_u_30k
0.32
Soc_cls_C
0.29
Unskld_labor
0.28
R_house
0.28
O_house
0.28
Inc_btw_45_75k
0.24
N_religion
0.24

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_31
CORRELATION RATIO WITH...
subtype_L0_32
MISSING:
---
TOP CATEGORIES
Target
0
340
98%
340
100%
1
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_32
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_32:
PP_cls
0.68
maintype_L2_7
0.65
Inc_btw_45_75k
0.25
Inc_u_30k
0.22
Skld_labor
0.19
hh_wo_child
0.19
Unskld_labor
0.16
R_house
0.16
O_house
0.16
Singles
0.15
M_lvl_edu
0.15
hh_w_child
0.15
O_relation
0.14
L_lvl_edu
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_32
CORRELATION RATIO WITH...
subtype_L0_33
MISSING:
---
TOP CATEGORIES
Target
0
302
87%
302
100%
1
46
13%
46
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_33
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_33:
PP_cls
0.66
maintype_L2_8
0.55
L_lvl_edu
0.17
H_status
0.15
Skld_labor
0.13
H_lvl_edu
0.12
hh_w_child
0.12
Soc_cls_C
0.11
Mid_management
0.11
Soc_cls_A
0.09
M_lvl_edu
0.08
maintype_L2_2
0.08
Inc_btw_30_45k
0.07
maintype_L2_3
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_33
CORRELATION RATIO WITH...
subtype_L0_34
MISSING:
---
TOP CATEGORIES
Target
0
339
97%
339
100%
1
9
3%
9
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_34
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_34:
PP_cls
0.37
maintype_L2_8
0.30
L_lvl_edu
0.22
Inc_btw_30_45k
0.21
Soc_cls_C
0.20
Protestant
0.19
Unskld_labor
0.17
2_cars
0.17
N_religion
0.15
H_status
0.14
Soc_cls_A
0.14
Inc_btw_45_75k
0.13
R_house
0.13
O_house
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_34
CORRELATION RATIO WITH...
subtype_L0_35
MISSING:
---
TOP CATEGORIES
Target
0
340
98%
340
100%
1
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_35
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_35:
PP_cls
0.54
Singles
0.34
maintype_L2_8
0.29
N_religion
0.28
Soc_cls_A
0.24
Mid_management
0.23
H_status
0.21
Protestant
0.20
Inc_u_30k
0.19
L_lvl_edu
0.18
Nat_Hlth_Serv
0.17
Prv_Hlth_Insur
0.17
hh_wo_child
0.16
Soc_cls_B2
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_35
CORRELATION RATIO WITH...
subtype_L0_36
MISSING:
---
TOP CATEGORIES
Target
0
332
95%
332
100%
1
16
5%
16
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_36
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_36:
PP_cls
0.42
maintype_L2_8
0.35
L_lvl_edu
0.19
R_house
0.16
O_house
0.16
Unskld_labor
0.16
M_lvl_edu
0.14
Inc_btw_30_45k
0.13
age_L1_4
0.12
hh_w_child
0.12
Soc_cls_C
0.11
hh_wo_child
0.10
Avg_hh_size
0.09
H_lvl_edu
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_36
CORRELATION RATIO WITH...
subtype_L0_37
MISSING:
---
TOP CATEGORIES
Target
0
338
97%
338
100%
1
10
3%
10
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_37
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_37:
PP_cls
0.40
maintype_L2_8
0.31
N_car
0.21
N_religion
0.17
Nat_Hlth_Serv
0.15
Prv_Hlth_Insur
0.15
1_car
0.15
Soc_cls_C
0.14
Soc_cls_D
0.13
Mid_management
0.12
Soc_cls_B1
0.11
R_house
0.11
O_house
0.11
L_lvl_edu
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_37
CORRELATION RATIO WITH...
subtype_L0_38
MISSING:
---
TOP CATEGORIES
Target
0
325
93%
325
100%
1
23
7%
23
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_38
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_38:
maintype_L2_9
0.66
PP_cls
0.48
R_house
0.17
O_house
0.17
Soc_cls_C
0.16
Skld_labor
0.16
Inc_btw_30_45k
0.13
Avg_inc
0.12
Soc_cls_A
0.12
age_L1_2
0.11
Protestant
0.10
hh_wo_child
0.10
Nat_Hlth_Serv
0.10
Prv_Hlth_Insur
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_38
CORRELATION RATIO WITH...
subtype_L0_39
MISSING:
---
TOP CATEGORIES
Target
0
329
95%
329
100%
1
19
5%
19
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_39
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_39:
PP_cls
0.73
maintype_L2_9
0.61
Skld_labor
0.15
Singles
0.12
Married
0.11
R_house
0.11
O_house
0.11
O_relation
0.10
L_lvl_edu
0.10
hh_w_child
0.09
H_lvl_edu
0.09
Farmer
0.08
Num_life_insur_pol
0.08
Inc_btw_30_45k
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_39
CORRELATION RATIO WITH...
subtype_L0_40
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_40
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
maintype_L2_4
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_40:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_40
CORRELATION RATIO WITH...
subtype_L0_41
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
subtype_L0_41
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON subtype_L0_41:
maintype_L2_10
1.00
PP_cls
0.40
Farmer
0.35
R_house
0.26
O_house
0.26
2_cars
0.25
Contri_trailer_pols
0.25
O_relation
0.25
Soc_cls_B1
0.24
Protestant
0.24
Mid_management
0.22
Num_trailer_pol
0.20
Contri_fire_pol
0.19
Avg_inc
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
subtype_L0_41
CORRELATION RATIO WITH...
age_L1_1
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_1:
subtype_L0_23
0.67
Avg_hh_size
0.56
Married
0.53
hh_w_child
0.53
Soc_cls_C
0.53
Singles
0.49
maintype_L2_5
0.46
R_house
0.45
O_house
0.45
Inc_u_30k
0.41
Skld_labor
0.39
O_relation
0.38
Inc_btw_30_45k
0.38
Inc_btw_45_75k
0.31

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_1
CORRELATION RATIO WITH...
age_L1_2
MISSING:
---
TOP CATEGORIES
Target
0
261
75%
261
100%
1
87
25%
87
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_2:
age_L1_3
0.42
Mid_management
0.14
hh_w_child
0.11
hh_wo_child
0.11
age_L1_4
0.11
Soc_cls_D
0.08
subtype_L0_12
0.08
Avg_hh_size
0.08
O_relation
0.07
N_car
0.07
Inc_btw_30_45k
0.06
PP_cls
0.06
1_car
0.06
Protestant
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_2
CORRELATION RATIO WITH...
age_L1_3
MISSING:
---
TOP CATEGORIES
Target
1
183
53%
183
100%
0
165
47%
165
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_3
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_3:
age_L1_2
0.34
age_L1_4
0.23
hh_w_child
0.16
Avg_hh_size
0.11
hh_wo_child
0.11
O_religion
0.07
Mid_management
0.05
1_car
0.05
Soc_cls_B2
0.05
Singles
0.05
Married
0.05
Soc_cls_D
0.05
Protestant
0.04
Inc_75_122k
0.04

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_3
CORRELATION RATIO WITH...
age_L1_4
MISSING:
---
TOP CATEGORIES
Target
0
284
82%
284
100%
1
64
18%
64
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_4
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_4:
age_L1_3
0.34
Avg_hh_size
0.31
hh_w_child
0.25
hh_wo_child
0.13
age_L1_2
0.12
Soc_cls_B1
0.11
Singles
0.11
Inc_u_30k
0.09
Soc_cls_C
0.08
O_religion
0.07
Inc_btw_30_45k
0.07
Mid_management
0.07
Inc_btw_45_75k
0.07
Nat_Hlth_Serv
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_4
CORRELATION RATIO WITH...
age_L1_5
MISSING:
---
TOP CATEGORIES
Target
0
336
97%
336
100%
1
12
3%
12
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_5
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_5:
hh_w_child
0.44
Avg_hh_size
0.29
O_relation
0.26
Married
0.23
Singles
0.23
hh_wo_child
0.20
age_L1_3
0.18
Avg_inc
0.16
Skld_labor
0.16
H_lvl_edu
0.16
PP_cls
0.16
1_car
0.15
Inc_u_30k
0.15
R_house
0.14

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_5
CORRELATION RATIO WITH...
age_L1_6
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
age_L1_6
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_27
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON age_L1_6:
subtype_L0_27
1.00
maintype_L2_6
0.67
hh_w_child
0.63
Married
0.61
O_relation
0.61
Contri_fire_pol
0.61
Avg_hh_size
0.56
Singles
0.49
Soc_cls_B2
0.44
PP_cls
0.44
Soc_cls_C
0.36
R_house
0.36
O_house
0.36
H_status
0.35

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
age_L1_6
CORRELATION RATIO WITH...
maintype_L2_1
MISSING:
---
TOP CATEGORIES
Target
0
300
86%
300
100%
1
48
14%
48
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_1:
PP_cls
0.44
subtype_L0_3
0.41
subtype_L0_1
0.20
H_status
0.16
Soc_cls_A
0.15
Nat_Hlth_Serv
0.14
Prv_Hlth_Insur
0.14
hh_w_child
0.12
Inc_btw_30_45k
0.12
hh_wo_child
0.11
maintype_L2_8
0.11
Soc_cls_C
0.11
L_lvl_edu
0.10
H_lvl_edu
0.09

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_1
CORRELATION RATIO WITH...
maintype_L2_2
MISSING:
---
TOP CATEGORIES
Target
0
282
81%
282
100%
1
66
19%
66
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_2:
subtype_L0_8
0.65
PP_cls
0.58
L_lvl_edu
0.19
H_lvl_edu
0.17
Inc_u_30k
0.16
R_house
0.15
O_house
0.15
Soc_cls_C
0.15
Avg_inc
0.14
H_status
0.13
Soc_cls_A
0.13
maintype_L2_8
0.13
Mid_management
0.13
Soc_cls_B1
0.12

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_2
CORRELATION RATIO WITH...
maintype_L2_3
MISSING:
---
TOP CATEGORIES
Target
0
289
83%
289
100%
1
59
17%
59
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_3
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_3:
PP_cls
0.21
subtype_L0_12
0.19
subtype_L0_13
0.15
Mid_management
0.15
subtype_L0_9
0.14
maintype_L2_8
0.12
subtype_L0_10
0.10
subtype_L0_11
0.10
Avg_hh_size
0.09
L_lvl_edu
0.09
hh_w_child
0.09
maintype_L2_2
0.09
M_lvl_edu
0.08
O_relation
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_3
CORRELATION RATIO WITH...
maintype_L2_4
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_4
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
romcath_L3_7
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_4:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_4
CORRELATION RATIO WITH...
maintype_L2_5
MISSING:
---
TOP CATEGORIES
Target
0
333
96%
333
100%
1
15
4%
15
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_5
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_5:
PP_cls
0.61
Singles
0.28
subtype_L0_24
0.27
R_house
0.27
O_house
0.27
Contri_fire_pol
0.24
Married
0.24
subtype_L0_22
0.21
subtype_L0_23
0.21
Soc_cls_C
0.19
O_relation
0.18
Nat_Hlth_Serv
0.17
Prv_Hlth_Insur
0.17
Skld_labor
0.16

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_5
CORRELATION RATIO WITH...
maintype_L2_6
MISSING:
---
TOP CATEGORIES
Target
0
344
99%
344
100%
1
4
1%
4
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_6
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_6:
PP_cls
0.56
subtype_L0_25
0.44
Married
0.41
Singles
0.37
O_relation
0.35
Avg_hh_size
0.33
hh_w_child
0.27
N_car
0.24
R_house
0.23
O_house
0.23
subtype_L0_26
0.21
subtype_L0_27
0.21
age_L1_6
0.21
Inc_btw_30_45k
0.20

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_6
CORRELATION RATIO WITH...
maintype_L2_7
MISSING:
---
TOP CATEGORIES
Target
0
328
94%
328
100%
1
20
6%
20
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_7
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_7:
PP_cls
0.64
subtype_L0_32
0.32
Unskld_labor
0.24
subtype_L0_31
0.24
Avg_inc
0.23
L_lvl_edu
0.20
Singles
0.18
Inc_btw_45_75k
0.17
Inc_u_30k
0.17
O_relation
0.16
Married
0.16
subtype_L0_30
0.15
Soc_cls_D
0.15
M_lvl_edu
0.13

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_7
CORRELATION RATIO WITH...
maintype_L2_8
MISSING:
---
TOP CATEGORIES
Target
0
259
74%
259
100%
1
89
26%
89
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_8
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_8:
PP_cls
0.52
subtype_L0_33
0.38
L_lvl_edu
0.16
subtype_L0_36
0.12
maintype_L2_2
0.11
maintype_L2_3
0.10
H_status
0.09
Inc_btw_30_45k
0.09
H_lvl_edu
0.09
subtype_L0_8
0.08
Soc_cls_C
0.08
maintype_L2_1
0.08
Skld_labor
0.07
subtype_L0_37
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_8
CORRELATION RATIO WITH...
maintype_L2_9
MISSING:
---
TOP CATEGORIES
Target
0
306
88%
306
100%
1
42
12%
42
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_9
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_9:
PP_cls
0.57
subtype_L0_38
0.44
subtype_L0_39
0.35
Skld_labor
0.14
maintype_L2_8
0.10
Soc_cls_C
0.10
L_lvl_edu
0.09
H_status
0.08
R_house
0.08
O_house
0.08
O_relation
0.08
Inc_btw_30_45k
0.08
Inc_btw_45_75k
0.08
maintype_L2_2
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_9
CORRELATION RATIO WITH...
maintype_L2_10
MISSING:
---
TOP CATEGORIES
Target
0
343
99%
343
100%
1
5
1%
5
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
maintype_L2_10
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
subtype_L0_41
1.00

THESE FEATURES GIVE INFORMATION
ON maintype_L2_10:
subtype_L0_41
1.00
PP_cls
0.40
Farmer
0.35
R_house
0.26
O_house
0.26
2_cars
0.25
Contri_trailer_pols
0.25
O_relation
0.25
Soc_cls_B1
0.24
Protestant
0.24
Mid_management
0.22
Num_trailer_pol
0.20
Contri_fire_pol
0.19
Avg_inc
0.18

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
maintype_L2_10
CORRELATION RATIO WITH...
romcath_L3_0
MISSING:
---
TOP CATEGORIES
Target
1
177
51%
177
100%
0
171
49%
171
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_0
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_0:
romcath_L3_1
0.42
romcath_L3_2
0.18
Inc_u_30k
0.15
H_status
0.14
Skld_labor
0.13
Inc_75_122k
0.12
Living_together
0.12
L_lvl_edu
0.11
N_car
0.10
Protestant
0.10
Soc_cls_C
0.10
H_lvl_edu
0.10
Soc_cls_B1
0.10
Nat_Hlth_Serv
0.08

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_0
CORRELATION RATIO WITH...
romcath_L3_1
MISSING:
---
TOP CATEGORIES
Target
0
241
69%
241
100%
1
107
31%
107
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_1:
romcath_L3_0
0.47
N_car
0.22
Inc_u_30k
0.19
Living_together
0.19
Inc_75_122k
0.17
1_car
0.15
Nat_Hlth_Serv
0.11
Prv_Hlth_Insur
0.11
2_cars
0.11
O_religion
0.11
O_relation
0.11
Protestant
0.10
romcath_L3_2
0.10
Soc_cls_A
0.10

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_1
CORRELATION RATIO WITH...
romcath_L3_2
MISSING:
---
TOP CATEGORIES
Target
0
294
84%
294
100%
1
54
16%
54
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_2:
romcath_L3_0
0.29
romcath_L3_1
0.15
H_status
0.12
Soc_cls_C
0.09
L_lvl_edu
0.08
Mid_management
0.07
Avg_inc
0.07
PP_cls
0.07
Inc_btw_45_75k
0.06
Nat_Hlth_Serv
0.06
Prv_Hlth_Insur
0.06
Soc_cls_B1
0.06
Inc_75_122k
0.06
Inc_btw_30_45k
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_2
CORRELATION RATIO WITH...
romcath_L3_3
MISSING:
---
TOP CATEGORIES
Target
0
341
98%
341
100%
1
7
2%
7
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_3
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_3:
Soc_cls_C
0.24
H_status
0.24
Unskld_labor
0.23
Skld_labor
0.22
1_car
0.21
Soc_cls_A
0.21
L_lvl_edu
0.21
H_lvl_edu
0.19
Nat_Hlth_Serv
0.18
Prv_Hlth_Insur
0.18
R_house
0.17
O_house
0.17
2_cars
0.16
PP_cls
0.15

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_3
CORRELATION RATIO WITH...
romcath_L3_4
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_4
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_4:
Protestant
0.63
Living_together
0.58
H_status
0.49
subtype_L0_12
0.45
Avg_inc
0.44
Inc_75_122k
0.43
H_lvl_edu
0.41
2_cars
0.41
Nat_Hlth_Serv
0.38
Prv_Hlth_Insur
0.38
Soc_cls_A
0.37
Soc_cls_B2
0.29
Inc_ovr_123k
0.28
N_religion
0.28

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_4
CORRELATION RATIO WITH...
romcath_L3_5
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_5
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_5:
subtype_L0_10
0.54
hh_w_child
0.44
N_religion
0.41
hh_wo_child
0.39
Married
0.39
Protestant
0.37
O_relation
0.35
Mid_management
0.35
PP_cls
0.34
R_house
0.33
O_house
0.33
1_car
0.32
L_lvl_edu
0.29
Skld_labor
0.29

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_5
CORRELATION RATIO WITH...
romcath_L3_6
MISSING:
---
TOP CATEGORIES
Target
0
347
99%
347
100%
1
1
0%
1
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_6
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_6:
subtype_L0_39
0.43
2_cars
0.41
R_house
0.40
O_house
0.40
Protestant
0.39
Avg_inc
0.39
Nat_Hlth_Serv
0.37
Prv_Hlth_Insur
0.37
PP_cls
0.36
Farmer
0.33
H_lvl_edu
0.33
maintype_L2_9
0.31
Soc_cls_B2
0.29
Married
0.29

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_6
CORRELATION RATIO WITH...
romcath_L3_7
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_7
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_7:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_7
CORRELATION RATIO WITH...
romcath_L3_8
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_8
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_8:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_8
CORRELATION RATIO WITH...
romcath_L3_9
MISSING:
---
TOP CATEGORIES
Target
0
348
100%
348
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
romcath_L3_9
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON romcath_L3_9:
Target
1.00
Num_houses
1.00
Avg_hh_size
1.00
Protestant
1.00
O_religion
1.00
N_religion
1.00
Married
1.00
Living_together
1.00
O_relation
1.00
Singles
1.00
hh_wo_child
1.00
hh_w_child
1.00
H_lvl_edu
1.00
M_lvl_edu
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
romcath_L3_9
CORRELATION RATIO WITH...
Contri_prv_3p_insur_L4_0
MISSING:
---
TOP CATEGORIES
Target
0
201
58%
201
100%
1
147
42%
147
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prv_3p_insur_L4_0
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_prv_3p_insur
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prv_3p_insur_L4_0:
Num_prv_3p_insur
1.00
Contri_prv_3p_insur_L4_2
0.84
Contri_fire_pol
0.35
Num_fire_pol
0.30
Num_car_pol
0.06
Contri_car_pol
0.04
L_lvl_edu
0.04
Avg_inc
0.04
N_religion
0.03
Contri_life_insur
0.03
Inc_btw_30_45k
0.03
H_status
0.03
Num_life_insur_pol
0.03
Singles
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prv_3p_insur_L4_0
CORRELATION RATIO WITH...
Contri_prv_3p_insur_L4_1
MISSING:
---
TOP CATEGORIES
Target
0
340
98%
340
100%
1
8
2%
8
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prv_3p_insur_L4_1
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prv_3p_insur_L4_1:
Contri_prv_3p_insur_L4_2
0.17
Inc_btw_30_45k
0.16
H_status
0.15
Soc_cls_B1
0.14
PP_cls
0.14
Nat_Hlth_Serv
0.13
Prv_Hlth_Insur
0.13
Married
0.13
Num_prv_3p_insur
0.12
Contri_prv_3p_insur_L4_0
0.12
1_car
0.12
Contri_fire_pol
0.12
Inc_btw_45_75k
0.11
Inc_u_30k
0.11

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prv_3p_insur_L4_1
CORRELATION RATIO WITH...
Contri_prv_3p_insur_L4_2
MISSING:
---
TOP CATEGORIES
Target
1
191
55%
191
100%
0
157
45%
157
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prv_3p_insur_L4_2
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prv_3p_insur_L4_2:
Num_prv_3p_insur
0.83
Contri_prv_3p_insur_L4_0
0.83
Contri_fire_pol
0.31
Num_fire_pol
0.26
Num_car_pol
0.05
Contri_car_pol
0.05
H_status
0.04
L_lvl_edu
0.04
Inc_btw_30_45k
0.04
Avg_inc
0.03
N_religion
0.03
Contri_life_insur
0.03
Num_life_insur_pol
0.03
Singles
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prv_3p_insur_L4_2
CORRELATION RATIO WITH...
Contri_prv_3p_insur_L4_3
MISSING:
---
TOP CATEGORIES
Target
0
346
99%
346
100%
1
2
1%
2
100%
ALL
348
100%
348
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
Contri_prv_3p_insur_L4_3
PROVIDES INFORMATION ON...
Target
1.00
Contri_lorry_pol
1.00
Contri_ag_machine_pol
1.00
Num_lorry_pol
1.00
Num_ag_machines_pol
1.00
subtype_L0_15
1.00
subtype_L0_16
1.00
subtype_L0_17
1.00
subtype_L0_18
1.00
subtype_L0_19
1.00
subtype_L0_21
1.00
subtype_L0_28
1.00
subtype_L0_40
1.00
maintype_L2_4
1.00

THESE FEATURES GIVE INFORMATION
ON Contri_prv_3p_insur_L4_3:
H_status
0.43
2_cars
0.40
Num_car_pol
0.36
1_car
0.32
Soc_cls_A
0.28
PP_cls
0.28
hh_w_child
0.27
Soc_cls_C
0.27
H_lvl_edu
0.25
Avg_inc
0.24
Entrepreneur
0.24
Skld_labor
0.23
Inc_btw_45_75k
0.22
L_lvl_edu
0.22

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
Contri_prv_3p_insur_L4_3
CORRELATION RATIO WITH...